Protected Static (Shared) Fields
| rand |
Pseudo random number generator to initialize neuron weight
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Public Instance Constructors
| Neuron | Overloaded. Initialize a new instance of the Neuron class. |
Public Instance Properties
| A |
Get or set a value of the neuron
(usefull for backpropagation learning algorithm)
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| F |
Get or set the neuron activation function
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| Item |
Indexer of the neuron to get or set weight of synapses
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| Last_Threshold |
Get the last threshold value of the neuron
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| Last_W |
Get the last weights of the neuron
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| N_Inputs |
Number of neuron inputs (synapses)
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| Output |
Get the last output of the neuron
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| OutputPrime |
Get the last output prime of the neuron (f'(ws))
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| Randomization_Max |
Get or set the maximum value for randomization of weights and threshold
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| Randomization_Min |
Get or set the minimum value for randomisation of weights and threshold
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| Threshold |
To get or set the threshold value of the neuron
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| WS |
Get the last sum of inputs
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Public Instance Methods
| ComputeOutput |
Compute the output of the neurone
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| Equals (inherited from Object) | Select the method name to go to the Microsoft documentation. |
| GetHashCode (inherited from Object) | Select the method name to go to the Microsoft documentation. |
| GetType (inherited from Object) | Select the method name to go to the Microsoft documentation. |
| randomizeAll |
Randomize the threshold and the weights
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| randomizeThreshold |
Randomize the threshold (between R_MIN and R_MAX)
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| randomizeWeight |
Randomize Weight for each input between R_MIN and R_MAX
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| ToString (inherited from Object) | Select the method name to go to the Microsoft documentation. |
Protected Instance Fields
| a |
Usefull for backpropagation algorithm
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| f |
Activation function of the neuron
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| last_threshold |
Last threshold of the neuron
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| last_w |
Last weight of every synapse
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| o |
Value of the last neuron ouput
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| R_MAX |
Maximum value for randomization of weights and threshold
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| R_MIN |
Minimum value for randomisation of weights and threshold
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| threshold |
Threshold of the neuron
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| w |
Weight of every synapse
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| ws |
Last value of synapse sum minus threshold
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Protected Instance Methods
| Finalize (inherited from Object) | Select the method name to go to the Microsoft documentation. |
| MemberwiseClone (inherited from Object) | Select the method name to go to the Microsoft documentation. |
See Also
Neuron Class | NeuralNetwork Namespace